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05/20/2023
CodeCompose: A Large-Scale Industrial Deployment of AI-assisted Code Authoring
The rise of large language models (LLMs) has unlocked various applicatio...
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08/08/2022
Learning to Learn to Predict Performance Regressions in Production at Meta
Catching and attributing code change-induced performance regressions in ...
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11/10/2021
Counterfactual Explanations for Models of Code
Machine learning (ML) models play an increasingly prevalent role in many...
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05/12/2021
Improving Code Autocompletion with Transfer Learning
Software language models have achieved promising results predicting code...
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10/20/2020
Industry-scale IR-based Bug Localization: A Perspective from Facebook
We explore the application of Information Retrieval (IR) based bug local...
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10/20/2020
Scalable Statistical Root Cause Analysis on App Telemetry
Despite engineering workflows that aim to prevent buggy code from being ...
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11/12/2019
Debugging Crashes using Continuous Contrast Set Mining
Facebook operates a family of services used by over two billion people d...
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04/06/2018